Helen Nie (helen.nie94)

I am new to data science and machine learning and am interested in working on impact and interesting problems! I have worked in education technology for the past 3 years and am especially passionate about K-12 education. I am also interested in getting more involved in climate-related projects. My core skillsets are data analysis, data science, machine learning, product management, and business strategy.

Personal information
Full name: Helen Nie
User name: helen.nie94
Organization memberships
Not a member of any organization.
Awards
No awards received yet.
Volunteer background
Education: Bachelor's on Mechanical Engineering (MIT)
LinkedIn profile
Github profile
Portfolio
Volunteer availability
Start date: Sept. 25, 2023
End date: None
Hours available per week: 5
Volunteering interests
No stated preferences.
Skills
Skill
Beginner
Intermediate
Expert
Computer Science (Algorithms)
JavaScript
Python
Multimedia Data (Video or Audio)
Data in Text Files
Text Data (NLP)
Network/Graph Data
Geospatial
GIS tools
SQL
Data in Relational Databases
Data from Sensors
Data > 1TB
Data Visualization
Experience working on real-world problems using data
Experimental Methods (RCTs, A/B testing, etc.)
Data Analysis
Causal inference
Decision Trees
SVMs
Random Forests
Neural Networks / Deep Learning
Time Series Models
Unsupervised models
Semi-Supervised models
Graphical models

Volunteer projects

No volunteer work yet.